This paper presents an enhancement to the well-known ORB-SLAM3 [1]} algorithm. Currently, this algorithm relies solely on camera data to calculate the robot's pose. The goal is to enhance this algorithm with LiDAR sensor depth measurements to achieve a higher localization accuracy and better robustness e.g. in urban environments. To summarize, this paper comprises four main contributions:
